The discussion on the sustainability of AI deserves more accuracy, more nuance, more scrutiny and more evidence! The environmental, social and economic sustainability costs of AI urgently need to be addressed by academia, industry, civil society and policy makers – based on evidence. With the first edition of our SustAIn magazine, we hope to fuel this debate.